With Azure Data Studio to Become a SQL Expert on Queries for your Business Logic for real world problems!
SUMMARY
This SQL for Data Science course is designed to take students from beginner to expert in SQL, with a focus on its application in data analytics, business intelligence, and data science. Even if you have no prior experience in SQL or data analysis, this course provides a comprehensive, step-by-step approach that will equip you with the skills to succeed as a junior data analytics developer.
Key Learning Outcomes:
- SQL Fundamentals:
- Learn how to perform basic SELECT queries to retrieve data from a single table.
- Understand how to filter data using the WHERE clause and apply aggregate functions like SUM, COUNT, AVG, etc.
- Master GROUP BY statements for grouping data and analyzing patterns.
- Advanced SQL Techniques:
- Learn how to use JOINs to combine data from multiple tables in a single query.
- Dive into subqueries, dynamic SQL, and CASE statements for more complex data analysis.
- Use string operations and comparison operators for enhanced query functionality.
- Data Import/Export:
- Learn to import and export data in different formats like .CSV and Excel files to and from SQL databases.
- Understand how to securely backup and restore SQL databases.
- Visualization and Reporting:
- Leverage the Azure SandDance extension for data visualization, creating charts and graphs that represent business insights.
- Develop the ability to create business reports using various types of charts and visualizations.
- Practical Application:
- Work on real-world data analysis projects to create portfolio-worthy work.
- Use aggregate functions, JOINs, and SQL scripts to solve business problems and make data-driven decisions.
- Learn to apply SQL in Data Science and Business Intelligence contexts, preparing you for future job opportunities in these fields.
Tools and Platforms:
- The course uses popular tools like Microsoft SQL Server, SQL Server Management Studio, and Azure Data Studio to provide practical, hands-on experience with industry-standard software.
Course Features:
- No prior experience required: The course is beginner-friendly, with no technical background needed.
- Real-World Examples: Learn from expert instructors with over 20 years of experience, applying SQL skills to solve real business problems.
- Project-Based Learning: Students will work on projects, choosing their own datasets, and creating a complete data analysis report with visualizations.
- Certification: Upon completion, students will be able to add SQL and Data Analytics skills to their resumes, giving them a competitive edge in the job market.
Why Learn SQL for Data Science?
SQL is one of the most sought-after skills in data analytics, business intelligence, and data science. Learning SQL opens doors to a variety of roles in the tech industry, where you’ll be able to analyze data, generate reports, and contribute to business decision-making processes. This course equips you with the skills needed to use SQL for solving real-world data problems, making it an essential step for anyone aspiring to work in data science or analytics.
What you’ll learn
-
Get a job as a junior Data Analytics developer
-
Advanced SQL statements with Aggregate functions
-
Use Azure Data Studio to perform data analysis
-
Be comfortable putting SQL and Microsoft SQL on their resume
-
Learn to perform GROUP BY statements
-
Replicate real-world situations and query reports
-
Complete Visualization Charts with SandDance extension
-
Complete basic SELECT statements querying against a single table
-
Filter data using the WHERE clause to identify required data
-
Apply SQL for DataScience and Business intelligence
-
Using JOINS, return data from multiple tables in the same query
-
Complete Analysis statements that use aggregate functions
-
Import Flat, .CSV, Excel file data to SQL Database
-
Performing Secure Backup and Restore Full SQL Database
-
learn what is Generative AI for future learning
Requirements
-
No prior technical experience is required! All you need a computer!
-
No SQL experience needed. You will learn everything you need to know
-
No software is required in advance of the course (all software used in the course is free)
Description
Learn how to use SQL for Data Science quickly and effectively with this course!
This Masterclass on SQL course is without a doubt the most comprehensive SQL database course available online. Even if you have zero SQL experience, this course will take you from beginner to mastery. Here’s why:
learn what is Generative AI for future learning
You’ll learn how to read and write complex queries to a database using one of the most in-demand skills – Microsoft SQL Server. These skills are also applicable to any other major RDBMS database, such as MySQL, PostgreSQL, Amazon Redshift, Oracle, and much more.
Data science is a dynamic and growing career field that demands knowledge and skills based on SQL to be successful. This course is designed to provide you with a solid foundation in applying SQL skills to analyze data and solve real business problems.
Whether you have successfully completed the other courses in the Learn SQL for Data Science and Data Analytics or are taking just this course, this roadmap is your chance to apply the knowledge and skills you have acquired to practice important SQL querying and solve problems with data. You will participate in your own personal or professional journey to create a portfolio-worthy piece from start to finish. You will choose your own dataset and develop a project proposal. You will explore your data and perform some initial statistics you have learned through this course. You will uncover analytics for qualitative data and consider new metrics that make sense from the patterns that surface in your analysis. You will put all of your work together in the form of a presentation where you will tell the story of your findings.
Learning SQL for Data Science is one of the fastest ways to improve your career prospects as it is one of the most in-demand tech skills! In this course, you’ll learn quickly and receive challenges and tests along the way to improve your understanding!
The course is taught by the lead instructor having 20+ years of professional experience.
We’ll take you step-by-step through engaging video tutorials and teach you everything you need to know to succeed as a SQL Data Science developer.
Learn from real-world experts
In this course, you will learn everything you need to become a SQL Data Science Pro! Including:
Get started with Microsoft SQL Server, SQL Server Management Studio, and Azure Data Studio these are the world’s most popular SQL tools
Learn the basics of SQL syntax
Analyzing data using aggregate functions with GROUP BY commands
Running advanced queries with string operations and comparison operations
Learn to use logical operators to add logic flow to your SQL queries
Azure Data Studio to Connect SQL Server Instance
Learn common SQL JOIN statements
Learn to create tables and databases with constraints on data entries
Learn to use Python to further advance your SQL Data Science skills
Learn to apply Flat file transaction data to import to SQL
Import and Export .CSV or Excel files into SQL Database
Learn How to take Secure backups & restore databases.
Learn to write SELECT statements
Learn to Create SQL scripts for complex queries
Applying Primary Key and Foreign Keys
Creating Views and Accessing View Data
Writing Stored Procedures for re-use SQL scripts
Dynamic SQL queries and Aggregate Functions
Subqueries to make complex queries
Azure Sand Dance Extension to Create Data Visualization
Creating Different Charts on required Business reports
Learn to Write Case Statements for Decision Making Queries
Apply Real-world Data queries for Data Analytics and Data type
SELECT on Query Calculations for Discount and Non-Discount SALEs
and much more!
